The invitation, a garish flyer with flashing neon colours, lay crumpled on the kitchen table. Liam’s, in stark contrast to Chloe’s sophisticated, understated email, announced a party on the exact same day. Chloe felt a tremor in her hands.

She picked up her phone and cancelled all her RSVPs. Her elegant, reserved gathering suddenly seemed utterly lacking. She felt a profound sense of inadequacy, as if her own carefully cultivated plans were inherently flawed.

The luxurious catering she'd arranged, the carefully chosen playlist, all felt like an expensive, and futile, gesture. She was glad she did not buy the fancy dress.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217